The scent of Olivia’s expensive perfume, usually a comfort, now felt like a taunt. From the dining room, she could hear the soft, playful cadence of her phone calls with someone. The lightheartedness in her voice made her insides twist.

She pushed her dinner around the plate. She did not know who was on the phone. All she knew was that she felt left out. She wanted to be a part of those conversations, to be the one making her laugh.

She felt a strange ache in her chest. She excused herself from the table, grabbed her keys and left.

Emotion: envious

Cluster: Shame / Guilt
PC1 (Valence): -0.65 Negative
PC2 (Disposition): 1.58

Role in Research

This story is one of 1,000 stories generated for the emotion envious. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 envious stories, after denoising with neutral dialogue baselines, produces the envious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the envious vector is projected through the unembedding matrix.

Promoted:
S0.550
H0.431
B0.406
L0.403
envy0.365
Suppressed:
再び-0.262
мед-0.258
再次-0.246
own-0.239
พร้อม-0.231